| Number of Variables | 16 |
|---|---|
| Number of Rows | 1.0486e+06 |
| Missing Cells | 1 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 50476 |
| Duplicate Rows (%) | 4.8% |
| Total Size in Memory | 128.0 MB |
| Average Row Size in Memory | 128.0 B |
| Variable Types |
|
| TP3 and Reservoirs have similar distributions | Similar Distribution |
|---|---|
| TP2 is skewed | Skewed |
| H1 is skewed | Skewed |
| DV_pressure is skewed | Skewed |
| Motor_current is skewed | Skewed |
| Dataset has 50476 (4.81%) duplicate rows | Duplicates |
| COMP has constant length 1 | Constant Length |
| DV_eletric has constant length 1 | Constant Length |
| Towers has constant length 1 | Constant Length |
| MPG has constant length 1 | Constant Length |
| LPS has constant length 1 | Constant Length |
|---|---|
| Pressure_switch has constant length 1 | Constant Length |
| Oil_level has constant length 1 | Constant Length |
| Caudal_impulses has constant length 1 | Constant Length |
| y has constant length 1 | Constant Length |
| TP2 has 871379 (83.1%) negatives | Negatives |
| H1 has 174579 (16.65%) negatives | Negatives |
| DV_pressure has 977102 (93.18%) negatives | Negatives |
numerical
| Approximate Distinct Count | 5099 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16777184 |
| Mean | 1.4368 |
| Minimum | -0.032 |
| Maximum | 10.676 |
| Zeros | 83 |
| Zeros (%) | 0.0% |
| Negatives | 871379 |
| Negatives (%) | 83.1% |
| Minimum | -0.032 |
|---|---|
| 5-th Percentile | -0.018 |
| Q1 | -0.014 |
| Median | -0.012 |
| Q3 | -0.01 |
| 95-th Percentile | 9.494 |
| Maximum | 10.676 |
| Range | 10.708 |
| IQR | 0.004 |
| Mean | 1.4368 |
|---|---|
| Standard Deviation | 3.2901 |
| Variance | 10.8249 |
| Sum | 1.5066e+06 |
| Skewness | 1.8827 |
| Kurtosis | 1.6581 |
| Coefficient of Variation | 2.2899 |
numerical
| Approximate Distinct Count | 3148 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16777200 |
| Mean | 8.9635 |
| Minimum | 0.73 |
| Maximum | 10.302 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.73 |
|---|---|
| 5-th Percentile | 8.126 |
| Q1 | 8.468 |
| Median | 8.93 |
| Q3 | 9.472 |
| 95-th Percentile | 9.96 |
| Maximum | 10.302 |
| Range | 9.572 |
| IQR | 1.004 |
| Mean | 8.9635 |
|---|---|
| Standard Deviation | 0.6325 |
| Variance | 0.4 |
| Sum | 9.3989e+06 |
| Skewness | -0.7039 |
| Kurtosis | 6.1771 |
| Coefficient of Variation | 0.07056 |
numerical
| Approximate Distinct Count | 2273 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16777200 |
| Mean | 7.4739 |
| Minimum | -0.036 |
| Maximum | 10.288 |
| Zeros | 105 |
| Zeros (%) | 0.0% |
| Negatives | 174579 |
| Negatives (%) | 16.7% |
| Minimum | -0.036 |
|---|---|
| 5-th Percentile | -0.014 |
| Q1 | 8.228 |
| Median | 8.758 |
| Q3 | 9.356 |
| 95-th Percentile | 9.896 |
| Maximum | 10.288 |
| Range | 10.324 |
| IQR | 1.128 |
| Mean | 7.4739 |
|---|---|
| Standard Deviation | 3.403 |
| Variance | 11.5801 |
| Sum | 7.8369e+06 |
| Skewness | -1.6808 |
| Kurtosis | 0.9897 |
| Coefficient of Variation | 0.4553 |
numerical
| Approximate Distinct Count | 1950 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16777200 |
| Mean | 0.08626 |
| Minimum | -0.032 |
| Maximum | 9.844 |
| Zeros | 371 |
| Zeros (%) | 0.0% |
| Negatives | 977102 |
| Negatives (%) | 93.2% |
| Minimum | -0.032 |
|---|---|
| 5-th Percentile | -0.026 |
| Q1 | -0.024 |
| Median | -0.022 |
| Q3 | -0.018 |
| 95-th Percentile | 0.778 |
| Maximum | 9.844 |
| Range | 9.876 |
| IQR | 0.006 |
| Mean | 0.08626 |
|---|---|
| Standard Deviation | 0.4438 |
| Variance | 0.1969 |
| Sum | 90450.358 |
| Skewness | 4.4769 |
| Kurtosis | 21.8735 |
| Coefficient of Variation | 5.1445 |
numerical
| Approximate Distinct Count | 3181 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16777200 |
| Mean | 8.964 |
| Minimum | 0.712 |
| Maximum | 10.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.712 |
|---|---|
| 5-th Percentile | 8.128 |
| Q1 | 8.47 |
| Median | 8.93 |
| Q3 | 9.472 |
| 95-th Percentile | 9.958 |
| Maximum | 10.3 |
| Range | 9.588 |
| IQR | 1.002 |
| Mean | 8.964 |
|---|---|
| Standard Deviation | 0.6317 |
| Variance | 0.3991 |
| Sum | 9.3995e+06 |
| Skewness | -0.7114 |
| Kurtosis | 6.2518 |
| Coefficient of Variation | 0.07047 |
numerical
| Approximate Distinct Count | 2210 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16777200 |
| Mean | 61.1269 |
| Minimum | 15.4 |
| Maximum | 83.125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 15.4 |
|---|---|
| 5-th Percentile | 51.425 |
| Q1 | 56.2 |
| Median | 60.3 |
| Q3 | 65.6 |
| 95-th Percentile | 73.725 |
| Maximum | 83.125 |
| Range | 67.725 |
| IQR | 9.4 |
| Mean | 61.1269 |
|---|---|
| Standard Deviation | 6.69 |
| Variance | 44.7566 |
| Sum | 6.4096e+07 |
| Skewness | 0.2652 |
| Kurtosis | -0.04396 |
| Coefficient of Variation | 0.1094 |
numerical
| Approximate Distinct Count | 1653 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16777200 |
| Mean | 1.9805 |
| Minimum | 0.02 |
| Maximum | 9.295 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.02 |
|---|---|
| 5-th Percentile | 0.0375 |
| Q1 | 0.04 |
| Median | 0.0425 |
| Q3 | 3.825 |
| 95-th Percentile | 5.96 |
| Maximum | 9.295 |
| Range | 9.275 |
| IQR | 3.785 |
| Mean | 1.9805 |
|---|---|
| Standard Deviation | 2.3235 |
| Variance | 5.3987 |
| Sum | 2.0767e+06 |
| Skewness | 0.522 |
| Kurtosis | -1.4189 |
| Coefficient of Variation | 1.1732 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 69205950 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1048575 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 69205950 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1048575 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 69205950 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1048575 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 69205950 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1048575 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 69205950 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1048575 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 69205950 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1048575 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 69205950 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1048575 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 69205950 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1048575 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 69205950 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1048575 |